Sharanabasu Metri

AI Researcher

Bengaluru, Karnataka, India9 yrs 1 mo experience

AI EnabledHighly Stable

Key Highlights

Expert in Generative AI solutions for finance.
Led cross-functional teams to deliver complex projects.
Proficient in advanced NLP and machine learning techniques.

Stackforce AI infers this person is a Data Scientist specializing in Generative AI solutions for the Fintech industry.

Contact

sharanumetri8@gmail.com LinkedIn

Skills

Core Skills

Generative AiData ScienceMachine LearningData Analysis

Other Skills

AI PromptingANNAWSAWS SageMakerAWS SagemakerAgileAgile TestingAmazon EC2Amazon S3Amazon Web Services (AWS)Analytical SkillsApache SparkArtificial Intelligence (AI)Automated finding writerAutomated finding writers

About

Senior Data Scientist at UnitedHealth Group - Optum with 9 years of experience, specializing in designing and implementing Generative AI solutions across the finance domain and other sectors. Contributed to building tools such as conversational assistants, automated finding writers, and document comparison utilities, leveraging technologies like LLMs, RAG and Multi-Agent Frameworks. Developed and deployed intelligent text extraction pipelines using frameworks like LangChain and Neo4j. Holds a Bachelor of Engineering degree in Electronic and Communications from Basaveshwar Engineering College. Proficient in advanced NLP, ML/DL models and cloud environments like AWS and Azure. Passionate about leveraging cutting-edge AI technologies to deliver impactful solutions to complex challenges.

Experience

9 yrs 1 mo

Total Experience

4 yrs 3 mos

Average Tenure

6 mos

Current Experience

Unitedhealth group

Senior Data Scientist

Dec 2025 – Present · 6 mos · Bengaluru, Karnataka, India · Hybrid

Generative AIConversational assistantsAutomated finding writersDocument comparison utilitiesLarge Language Models (LLMs)Multi-Agent Frameworks+7

Kpmg india

Senior Data Scientist

Nov 2023 – Dec 2025 · 2 yrs 1 mo · Bengaluru, Karnataka, India · Hybrid

Designed and implemented multiple Generative AI solutions for Finance domain and other domains, those are
1. Conversational assistant
2. Automated finding writer
3. Code reviewer
4. Test case generator
5. Document comparison tool
6. MoM (Minutes of Meeting) generator.
7. Trade Surveillance
Our solutions are built on a robust tech stack, leveraging Large Language Models (LLMs), Multi-Agent
Frameworks, Retrieval-Augmented Generation (RAG), prompt engineering, and Regex. We utilize a
diverse range of models—including GPT-4/4o/3.5, Gemini 1.5 Flash, LLaMA (2 & 3), Falcon, and Mistral—
all orchestrated through frameworks like LangChain, AutoGen, CrewAI l, SemanticKernal, LangGraph, and Neo4j.
Built and deployed intelligent text extraction pipelines for PDFs and image files using Tesseract OCR and Google
DocAI, enabling efficient data processing and analysis.
Designed and prototyped advanced AI solutions by applying expertise in Knowledge Graphs, Vector Databases,
and AI Agent frameworks to solve complex data relationship and automation challenges.
Led a cross-functional team of 3+ engineers to deliver 4+ end-to-end GenAI projects for enterprise clients,
achieving a 98% on-time delivery rate and improving client operational efficiency by an average of 30%.
Enhanced auditor productivity by automating key processes through Python based tools and AI-driven
applications, significantly improving auditor efficiency and accuracy.
Fastapi used for creating web applications with OWASP security checklist.
With AWS Sagemaker/Azure ML/Vertex AI to trained and created endpoints and implemented using MLOps.
(Clients worked: Goldman Sachs, HSBC, Maruti Suzuki, HPI)

Generative AIConversational assistantAutomated finding writerCode reviewerTest case generatorDocument comparison tool+17

Tata consultancy services

3 roles

Senior Data Scientist

Promoted

Jan 2023 – Oct 2023 · 9 mos

Managing the data science team, planning projects, and building and deploying ML/DL/ NLP models with cognitive, non cognitive approach and strong problem-solving ability and a knack for statistical analysis.
Using BERT ,XLNet, SBert, GPT, Word2Vec, RNN, ANN LSTM, LLMs(ChatGPT,T5,M2M100), Machine Learning Models, Transformers, PyTorch, tenserflow, sklearn, MLops, CV, AWS, Azure.

BERTXLNetSBertGPTWord2VecRNN+13

Data Scientist / Machine Learning Engineer

Promoted

Jul 2018 – Dec 2022 · 4 yrs 5 mos

Experience in analysis, design, development, publishing, supporting, Testing and Implementation of ML/DL/RL /NLP Applications using Python, AWS, MlOps, Agile.

PythonAWSMLOpsAgileMachine LearningData Science